Many people may want to scrape YouTube data for some reason, such as content analysis, SEO optimization, and more. To help with this, you need a YouTube scraper. In this MiniTool Video Converter post, I will highlight several of the best YouTube scraping tools.

What Is a YouTube Scraper

A YouTube scraper is a tool designed to extract data from YouTube without the limitations of the YouTube Data API. These data include video metadata (titles, descriptions, and tags), channel name, subscriber counts, video comments, video counts, likes, dislikes, and other related information.

Scraping YouTube data is useful for automating the process of generating reports on video statistics, understanding which videos are performing well, and analyzing the performance of other competitors and channels.

If you want to scrape YouTube data, go to the next section to find out the best YouTube scraping tool for your preferences.

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Top 6 YouTube Scrapers

Here is a list of the best YouTube scrapers:

  1. Apify
  2. Bright Data
  3. Oxylabs
  4. PhantomBuster
  5. ScraperAPI
  6. Thunderbit

1. Apify

Apify is a no-code YouTube video scraper that enables users to extract and download YouTube data. The data you can scrape include video titles, URLs, release date, number of views, likes, comments, channel name, channel location, channel URL, and more.

The screenshot of Apify’s webpage on a browser

This scraper is capable of scraping up to 20,000 videos per URL. There are two ways for you to scrape YouTube. You can scrape the data of any video, playlist, channel, or search results by URL. You can add as many URLs as you want. Or, scrape by search term to get data from YouTube search results.

2. Bright Data

Bright Data is a dedicated YouTube scraping tool. It offers a highly customizable YouTube scraping solution that helps you collect and extract data from YouTube without being blocked. Using its proxy networks, you can bypass certain YouTube limits like geo-restrictions.

The screenshot of Bright Data’s webpage on a browser

Bright Data provides multiple ways to gather YouTube data, including a web scraping tool and a custom API solution. With it, you can collect various types of data from YouTube, such as video titles, descriptions, channel statistics, etc.

3. Oxylabs

Oxylabs is a leading proxy service provider that offers advanced web scraping solutions. It is known for its reliable proxy network, which allows you to collect data at scale from various websites, including YouTube.

With the tool, you can bypass the restrictions set by YouTube, such as rate limits, IP bans, and CAPTCHAs, ensuring smooth and uninterrupted scraping at large scales. Overall, it can meet your YouTube data extraction needs without manual coding.

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4. PhantomBuster

PhantomBuster is a popular automation and scraping tool that allows users to extract data from various websites, including YouTube, without needing to write any code. But its YouTube scraper does not support extracting YouTube search results and video comments.

To scrape YouTube data, you only need to prepare a list of YouTube video URLs to scrape in Google Sheets, set up your Phantom with the Google Sheets link, and then download the scraped data in a CSV file.

5. ScraperAPI

ScraperAPI lets you request and collect data from any public website with its web scraping tool. It’s focused on developers since it supports many programming languages, including Java, Python, PHP, Ruby, and Node.js.

The screenshot of ScraperAPI’s webpage on a browser

The tool offers several web scraping options, such as proxy mode, an API, and asynchronous methods. You can obtain a 7-day free trial with 5,000 API credits to test the tool. JavaScript rendering is also available at an additional fee.

6. Thunderbit

Thunderbit is an easy-to-use YouTube channel scraper tool used for extracting channel handle names, channel avatar images, video titles, URLs, descriptions, and more from YouTube. It automatically scrapes the video and channel data without the need for manual input.

With this tool, the scraped data often can be exported to formats like CSV or JSON. You can use the data for further analysis, marketing, and content curation.

Tips:
To enjoy your liked videos from YouTube at any time, consider using MiniTool Video Converter to save them to your local files.

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Wrap Up

To gather data from YouTube, you can utilize a YouTube scraper. The post shows you 6 great options. When choosing the best YouTube scraper, it’s important to consider your specific needs, technical abilities, and scale of operation. I hope this helps!

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